专题:Target Tracking and Data Fusion in Sensor Networks

This cluster of papers focuses on particle filtering and nonlinear estimation methods, including Kalman filters, Monte Carlo methods, sensor fusion, sequential Monte Carlo, Gaussian filters, and Bayesian inference. The papers cover a wide range of applications such as state estimation, multitarget tracking, and sensor network management.
最新文献
CD-Lamba: Boosting Remote Sensing Change Detection via a Cross-Temporal Locally Adaptive State Space Model

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Resolution Limits of Non-Adaptive 20 Questions Estimation for Tracking Multiple Moving Targets

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Bi-Directional Particle Filter Fusion for Fingerprinting Indoor Localization With Few Short Tracks

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Data Fusion of Distributed Sensing Suite for Multi-Perspective Radar Imaging

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Object Tracking with Over-the-Horizon Multistatic Radar: Proof of Concept

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Real-Time Sounding in ISAC Networks: Design and Implementation of a Multi-Node Testbed with Synchronized Airborne and Ground-Based Sensors

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Galaxy Codes: Advancing Achievability for Deterministic Identification via Gaussian Channels

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Fuzzy fixed-time multi-source fusion with attention-based neural networks for reliable navigation under satellite signal loss

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A Review of Nonlinear Filtering Algorithms in Integrated Navigation Systems

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Universal Discrete Filtering with Lookahead and Delay

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近5年高被引文献
KalmanNet: Neural Network Aided Kalman Filtering for Partially Known Dynamics

article Full Text OpenAlex 398 FWCI77.34053402

A Review on Kalman Filter Models

review Full Text OpenAlex 385 FWCI74.59935053

Performance of NIRCam on JWST in Flight

article Full Text OpenAlex 316 FWCI80.46450961

Model-Based Deep Learning

article Full Text OpenAlex 265 FWCI58.75186416

Bayesian Filtering and Smoothing

book Full Text OpenAlex 214 FWCI94.9429935

Event-Based Adaptive NN Fixed-Time Cooperative Formation for Multiagent Systems

article Full Text OpenAlex 212 FWCI45.41924991

Neural-Fly enables rapid learning for agile flight in strong winds

article Full Text OpenAlex 201 FWCI67.63615223

Multi-sensor integrated navigation/positioning systems using data fusion: From analytics-based to learning-based approaches

article Full Text OpenAlex 180 FWCI29.85910167

Radar sensor network resource allocation for fused target tracking: A brief review

review Full Text OpenAlex 161 FWCI31.32781125

An Optimal Estimation Framework of Multi-Agent Systems With Random Transport Protocol

article Full Text OpenAlex 120 FWCI25.70900938